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knowledge-representation
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knowledge-representation
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· documents ABOUT knowledge-representation across the archive
2,995
Documents about knowledge-representation
Documents about knowledge-representation
From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction
#149125
arXiv CS
To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling
#151770
arXiv CS
"What Are You Really Trying to Do?": Co-Creating Life Goals from Everyday Computer Use
#151784
arXiv CS
Thinking in Text and Images: Interleaved Vision--Language Reasoning Traces for Long-Horizon Robot Manipulation
#151789
arXiv CS
RadLite: Multi-Task LoRA Fine-Tuning of Small Language Models for CPU-Deployable Radiology AI
#151796
arXiv CS
Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing
#155322
arXiv CS
TRACE: A Metrologically-Grounded Engineering Framework for Trustworthy Agentic AI Systems in Operationally Critical Domains
#155343
arXiv CS
Superposition Is Not Necessary: A Mechanistic Interpretability Analysis of Transformer Representations for Time Series Forecasting
#158540
arXiv CS
Adaptive Policy Selection and Fine-Tuning under Interaction Budgets for Offline-to-Online Reinforcement Learning
#158544
arXiv CS
Driver-WM: A Driver-Centric Traffic-Conditioned Latent World Model for In-Cabin Dynamics Rollout
#158550
arXiv CS
AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents
#168352
arXiv CS
The Agent Use of Agent Beings: Agent Cybernetics Is the Missing Science of Foundation Agents
#175311
arXiv CS
Why Conclusions Diverge from the Same Observations: Formalizing World-Model Non-Identifiability via an Inference
#178932
arXiv CS
ScioMind: Cognitively Grounded Multi-Agent Social Simulation with Anchoring-Based Belief Dynamics and Dynamic Profiles
#180693
arXiv CS
Pelican-Unified 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action
#187345
arXiv CS
A Generative AI Framework for Intelligent Utility Billing CO 2 Analytics and Sustainable Resource Optimisation
#192375
arXiv CS
ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents
#192397
arXiv CS
Can Vision Language Models Be Adaptive in Mathematics Education? A Learner Model-based Rubric Study
#192420
arXiv CS
What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models
#200519
arXiv CS
StableHand: Quality-Aware Flow Matching for World-Space Dual-Hand Motion Estimation from Egocentric Video
#200539
arXiv CS
Is Capability a Liability? More Capable Language Models Make Worse Forecasts When It Matters Most
#216870
arXiv CS
Modeling Agentic Technical Debt and Stochastic Tax: A Standalone Framework for Measurement, Simulation, and Dashboarding
#229530
arXiv CS
Loong: A Human-Like Long Document Translation Agent with Observe-and-Act Adaptive Context Selection
#238652
arXiv CS
Beyond 3D VQAs: Injecting 3D Spatial Priors into Vision-Language Models for Enhanced Geometric Reasoning
#238658
arXiv CS
BORA: Bridging Offline Reinforcement Learning and Online Residual Adaptation for Real-World Dexterous VLA Models
#238660
arXiv CS
HomeWorld: A Unified Floorplan-to-Furnished Framework for Generating Controllable, Densely Interactive Whole-Home Scenes
#259511
arXiv CS
Humans' ALMANAC: A Human Collaboration Dataset of Action-Level Mental Model Annotations for Agent Collaboration
#259512
arXiv CS
AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
#2632
arXiv CS
PSI: Shared State as the Missing Layer for Coherent AI-Generated Instruments in Personal AI Agents
#2635
arXiv CS
HST-HGN: Heterogeneous Spatial-Temporal Hypergraph Networks with Bidirectional State Space Models for Global Fatigue Assessment
#2644
arXiv CS
BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
#5997
arXiv CS
C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts
#10380
arXiv CS
AISafetyBenchExplorer: A Metric-Aware Catalogue of AI Safety Benchmarks Reveals Fragmented Measurement and Weak Benchmark Governance
#13134
arXiv CS
Towards Fine-grained Temporal Perception: Post-Training Large Audio-Language Models with Audio-Side Time Prompt
#14079
arXiv CS
Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications
#19045
arXiv CS
VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models
#19051
arXiv CS
COEVO: Co-Evolutionary Framework for Joint Functional Correctness and PPA Optimization in LLM-Based RTL Generation
#19065
arXiv CS
From Benchmarking to Reasoning: A Dual-Aspect, Large-Scale Evaluation of LLMs on Vietnamese Legal Text
#31303
arXiv CS
Toward Zero-Egress Psychiatric AI: On-Device LLM Deployment for Privacy-Preserving Mental Health Decision Support
#120566
arXiv CS
Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization
#124090
arXiv CS
RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-N Ranking
#124099
arXiv CS
LayerTracer: A Joint Task-Particle and Vulnerable-Layer Analysis framework for Arbitrary Large Language Model Architectures
#124103
arXiv CS
SyMTRS: Benchmark Multi-Task Synthetic Dataset for Depth, Domain Adaptation and Super-Resolution in Aerial Imagery
#126557
arXiv CS
Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners
#134585
arXiv CS
Case-Specific Rubrics for Clinical AI Evaluation: Methodology, Validation, and LLM-Clinician Agreement Across 823 Encounters
#138956
arXiv CS
Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application
#138966
arXiv CS
CGU-ILALab at FoodBench-QA 2026: Comparing Traditional and LLM-based Approaches for Recipe Nutrient Estimation
#141528
arXiv CS
Taming the Centaur(s) with LAPITHS: a framework for a theoretically grounded interpretation of AI performances
#149122
arXiv CS
AI Washing Inflates Expected Performance but Not Interaction Outcomes: An AI Placebo Study Using Fitts' Law
#151776
arXiv CS
SOAR: Real-Time Joint Optimization of Order Allocation and Robot Scheduling in Robotic Mobile Fulfillment Systems
#155342
arXiv CS
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